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Computer Science > Computation and Language

Title:A Probabilistic Model of Machine Translation

Abstract: A probabilistic model for computer-based generation of a machine translation
system on the basis of English-Russian parallel text corpora is suggested. The
model is trained using parallel text corpora with pre-aligned source and target
sentences. The training of the model results in a bilingual dictionary of words
and "word blocks" with relevant translation probability.